Yadav, Vikas
- Cats Confuse Reasoning LLM: Query Agnostic Adversarial Triggers for Reasoning Models
2025/03/03 by Meghana Rajeev, Meghana Arakkal Rajeev, Rajkumar Ramamurthy +15 · 44 voices · 7 citations
Computer Science · #Adversarial Robustness in Machine Learning #Explainable Artificial Intelligence (XAI)
- Gemini 2.5: Pushing the Frontier with Advanced Reasoning, Multimodality, Long Context, and Next Generation Agentic Capabilities
2025/07/07 by Gheorghe Comanici, Comanici, Gheorghe, Eric Bieber +6844 · 8 voices · 1392 citations
#cs.CL #cs.AI
- Gemini 1.5: Unlocking multimodal understanding across millions of tokens of context
2024/03/08 by Gemini Robotics Team, Petko Georgiev, Gemini Team +2277 · 4 voices · 613 citations
Computer Science · #Semantic Web and Ontologies
- Gemma 2: Improving Open Language Models at a Practical Size
2024/07/31 by Gemma Team, Morgane Rivière, Shreya Pathak +292 · 334 citations
Computer Science · #Natural Language Processing Techniques
- Gemini: A Family of Highly Capable Multimodal Models
2023/12/19 by Gemini Robotics Team, Gemini Team, Rohan Anil +2692 · 9 voices · 6 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #cs.AI #cs.CL #cs.CV
- AlpaGasus: Training A Better Alpaca with Fewer Data
2023/07/17 by Lichang Chen, Chen, Lichang, Shiyang Li +19 · 30 citations
Computer Science · #Video Analysis and Summarization
- Backdooring Instruction-Tuned Large Language Models with Virtual Prompt Injection
2023/07/31 by Jun Yan, Yan, Jun, Vikas Yadav +15 · 30 citations
Computer Science · Engineering · #Adversarial Robustness in Machine Learning #Topic Modeling #Ferroelectric and Negative Capacitance Devices
- Do LLMs Know When to NOT Answer? Investigating Abstention Abilities of Large Language Models
2024/07/23 by Madhusudhan, Nishanth, Madhusudhan, Sathwik Tejaswi, Yadav, Vikas +1 · 15 citations
#Computation and Language (cs.CL) #FOS: Computer and information sciences
- A Survey on Recent Advances in Named Entity Recognition from Deep Learning models
2019/10/25 by Yadav, Vikas, Bethard, Steven · 6 citations
#Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Curry-DPO: Enhancing Alignment using Curriculum Learning & Ranked Preferences
2024/03/12 by Pulkit Pattnaik, Rishabh Maheshwary, Pattnaik, Pulkit +7 · 11 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Intelligent Tutoring Systems and Adaptive Learning #Machine Learning (cs.LG)
- Layer-Wise Quantization: A Pragmatic and Effective Method for Quantizing LLMs Beyond Integer Bit-Levels
2024/06/25 by Razvan-Gabriel Dumitru, Vikas Yadav, Dumitru, Razvan-Gabriel +9 · 5 citations
Engineering · #Advancements in Photolithography Techniques #Advancements in Semiconductor Devices and Circuit Design #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #I.2.0 #I.2.7 #Machine Learning (cs.LG) #Semiconductor materials and devices
- Prompting with Phonemes: Enhancing LLMs' Multilinguality for Non-Latin Script Languages
2024/11/04 by Hoang Nguyen, Khyati Mahajan, Nguyen, Hoang H +10 · 3 citations
Arts and Humanities · Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Text Readability and Simplification #Translation Studies and Practices
- ConciseRL: Conciseness-Guided Reinforcement Learning for Efficient Reasoning Models
2025/05/22 by Dumitru, Razvan-Gabriel, Peteleaza, Darius, Yadav, Vikas +1 · 5 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #I.2.0 #I.2.7 #Machine Learning (cs.LG)
- BigCharts-R1: Enhanced Chart Reasoning with Visual Reinforcement Finetuning
2025/08/13 by Masry, Ahmed, Puri, Abhay, Hashemi, Masoud +13 · 5 citations
#Computation and Language (cs.CL) #FOS: Computer and information sciences
- M2Lingual: Enhancing Multilingual, Multi-Turn Instruction Alignment in Large Language Models
2024/06/24 by Rishabh Maheshwary, Vikas Yadav, Maheshwary, Rishabh +7 · 2 citations
Computer Science · #Natural Language Processing Techniques #Topic Modeling
- Auto-Cypher: Improving LLMs on Cypher generation via LLM-supervised generation-verification framework
2024/12/17 by Tiwari, Aman, Shiva Krishna Reddy Malay, Malay, Shiva Krishna Reddy +6 · 3 citations
Computer Science · #Semantic Web and Ontologies #Graph Theory and Algorithms #Cognitive Computing and Networks
- CopySpec: Accelerating LLMs with Speculative Copy-and-Paste Without Compromising Quality
2025/02/13 by Razvan-Gabriel Dumitru, Minglai Yang, Dumitru, Razvan-Gabriel +5 · 2 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Digital Rights Management and Security #FOS: Computer and information sciences #I.2.0 #I.2.7 #Machine Learning (cs.LG) #Semantic Web and Ontologies
- Paraphrase and Aggregate with Large Language Models for Minimizing Intent Classification Errors
2024/06/24 by Vikas Yadav, Zheng Tang, Yadav, Vikas +3 · 1 citation
Computer Science · #Topic Modeling #Natural Language Processing Techniques
- Change Is the Only Constant: Dynamic LLM Slicing based on Layer Redundancy
2024/11/05 by Razvan-Gabriel Dumitru, Dumitru, Razvan-Gabriel, Paul-Ioan Clotan +7 · 1 citation
Computer Science · #Natural Language Processing Techniques #Network Packet Processing and Optimization
- Multi-class Hierarchical Question Classification for Multiple Choice Science Exams
2019/08/15 by Dongfang Xu, Xu, Dongfang, Peter Jansen +13 · 1 citation
Computer Science · Social Sciences · #Topic Modeling #Educational Assessment and Pedagogy #Multimodal Machine Learning Applications
- DNR Bench: Benchmarking Over-Reasoning in Reasoning LLMs
2025/03/20 by Masoud Hashemi, Hashemi, Masoud, Oluwanifemi Bamgbose +8 · 2 citations
Social Sciences · #Artificial Intelligence in Law